Fold 4 - Understanding why coefficient -1972156 was selected
Tag: ECO-CONSCIOUS
Selected Coefficient: -1972156
Taxonomy Path: -0.0.0.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -1972156 | 1.000320 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | Yes | |
| 549208 | 1.000320 | 0.0.9.1 | 1.9.0.0 (493039 + 9*79^2) | No | |
| -4518564 | 4.000000 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "ECO-CONSCIOUS" tag (processing sequence 1272). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 11212 | Jo Collared V-Neck Shirt | 549208 | 100-150, DPA-CLOTHING | 2521364 | none | ||
| 11223 | Savvy Cropped Button Down Shirt | 549208 | 100-150, DPA-CLOTHING | 2521364 | LIFESTYLE | ||
| 11216 | Skye V-Neck Organic Cotton Tee | -1972156 | DPA-CLOTHING | 0 | none | ||
| 11217 | Skye V-Neck Organic Cotton Tee | -1972156 | DPA-CLOTHING | 0 | none | ||
| 11221 | Kenya High-Waisted Organic Cotton Short | -4518564 | SHORTS, DPA-CLOTHING | -2546408 | SITE-NAV-BOTTOMS |